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Modern Statistical Methods for HCIDescriptive Statistics, Graphs, and Visualisation

Modern Statistical Methods for HCI: Descriptive Statistics, Graphs, and Visualisation [Good exploratory data analysis starts with the ability to describe and plot a data set. Exploratory data analysis has taken flight in recent years and there there is a pressing need to use the right tools to express the data correctly. In this chapter, we introduce basic descriptive statistics, principles of visualisation, and novel plotting methods using the [R] package ggplot2. We illustrate the grammar of graphics of ggplot2 with examples of commonly used graphs.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

Modern Statistical Methods for HCIDescriptive Statistics, Graphs, and Visualisation

Part of the Human–Computer Interaction Series Book Series
Editors: Robertson, Judy; Kaptein, Maurits
Young, Joanna; Wessnitzer, Jan
Modern Statistical Methods for HCI — Mar 23, 2016
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19 pages

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Publisher
Springer International Publishing
Copyright
© Springer International Publishing Switzerland 2016
ISBN
978-3-319-26631-2
Pages
37 –56
DOI
10.1007/978-3-319-26633-6_3
Publisher site
See Chapter on Publisher Site

Abstract

[Good exploratory data analysis starts with the ability to describe and plot a data set. Exploratory data analysis has taken flight in recent years and there there is a pressing need to use the right tools to express the data correctly. In this chapter, we introduce basic descriptive statistics, principles of visualisation, and novel plotting methods using the [R] package ggplot2. We illustrate the grammar of graphics of ggplot2 with examples of commonly used graphs.]

Published: Mar 23, 2016

Keywords: Statistical Graphic; Geometric Object; Data Visualisation; Exploratory Data Analysis; Team Size

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